Many AI tools generate a number by using broad assumptions. In real Cerritos cases—often involving commutes on regional freeways, intersection collisions, and lane-change incidents—outcomes frequently hinge on details that automated tools can’t see, such as:
- Which driver had the duty and whether it was breached (lane control, speed, signaling, right-of-way)
- How causation is established when there are multiple contributing factors (road conditions, vehicle maintenance, witness accounts)
- What California records actually show (police reports, collision reconstruction, medical timelines)
- Whether insurance coverage limits apply and how the insurer values litigation risk
A calculator might suggest a “range,” but if the facts don’t match the assumptions, the estimate can mislead you—either by underestimating or by giving false confidence too early.


